The photograph seemed to mock him from the table. His grandfather, the man of unwavering principles, the pillar of the community, was caught in an embrace with a woman who was not his wife. He felt a sting behind his eyes, a tightness in his chest.

He took a deep breath, fighting the urge to destroy something. His whole life had been based on the image of this man. The man in the photograph, however, was not the man he knew. It was all a complete fabrication. A lie, and a betrayal, all in one package.

He pushed the chair back, scraping the floor, and stalked toward the door.

Emotion: angry

Cluster: Anger / Hostility
PC1 (Valence): -2.05 Negative
PC2 (Disposition): 1.18

Role in Research

This story is one of 1,000 stories generated for the emotion angry. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 angry stories, after denoising with neutral dialogue baselines, produces the angry emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the angry vector is projected through the unembedding matrix.

Promoted:
C0.354
est0.354
aggravated0.342
🤬0.337
0.323
Suppressed:
de-0.424
a-0.411
la-0.341
H-0.320
L-0.296